關鍵字查詢 | 類別:期刊論文 | | 關鍵字:Effective Neural Network-based Node Localisation Scheme for Wireless Sensor Networks

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序號 學年期 教師動態
1 102/1 電機系 莊博任 教授 期刊論文 發佈 Effective Neural Network-based Node Localisation Scheme for Wireless Sensor Networks , [102-1] :Effective Neural Network-based Node Localisation Scheme for Wireless Sensor Networks期刊論文Effective Neural Network-based Node Localisation Scheme for Wireless Sensor NetworksPo-Jen Chuang; Yi-Jun Jiang電機工程學系暨研究所IET Wireless Sensor Systems 4(2), pp. 97-103Wireless sensor networks usually obtain the location of an unknown node by measuring the distance between the unknown node and its neighbouring anchors. To enhance both localisation accuracy and localisation success rates, the authors introduce a new neural network-based node localisation scheme. The new scheme is distinct because it can make the trained network model completely relevant to the topology via online training and correlated topology-trained data and therefore attain more efficient application of the neural networks and more accurate inter-node distance estimation. It is also distinct in adopting both received signal strength indication and hop counts to estimate the inter-node distances, to improve the distance estima
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